Victor Alejandro Leiva Espinoza

Data Scientist - Portfolio


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Computer Vision


Rock Paper Scissors Classfication

Python TensorFlow Keras Object Detection Image Classification Supervised Learning Feature Engineering Statistics Probability Jupyter GitHub Markdown Data Cleaning Data Visualization

This project aims to develop a deep learning model capable of recognizing hand gestures from the classic game Rock-Paper-Scissors, combining both classification and object detection tasks. Using TensorFlow and Keras, the model is trained to predict not only the gesture class but also the bounding box that localizes the hand in the image.

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